AI accelerates every step — but the system controls the outcome.
State of Forms™ is a human-led, AI-assisted operations consultancy. I remove the coordination overhead that quietly runs your business — with governed AI that suggests the next step and never auto-acts. Fixed-fee, 4–6 weeks, and yours when it's done.
The most expensive employee isn't on payroll — it's coordination.
Scheduling, hand-offs, follow-through, "who owns this?" — the work between the work. As you add AI tools, the question stops being can we automate this? and becomes when AI runs the work, who owns the outcome?
That's not an adoption problem. It's an assignment problem — and it's the one I solve.
What I build
Every engagement starts with the governing layer — then the services that sit under it. One tool, one job; a person owns every outcome.
Governed AI workflows
I put rules around the AI already in your business: one bounded job per tool, decisions logged, actions that wait for your approval. Every engagement includes Validation, role-based access, a change log, and approvals.
Learn more →Data engineering
Ingestion and pipelines that feed the rest, built to be documented and handed off — not kept in someone's head.
Learn more →Analytics & business intelligence
Reporting and dashboards that answer a decision, not decorate a screen.
Learn more →How it works
Three layers, each with a clear owner.
- Website — the interface. Where you and your team interact with the work.
- Agent — the reasoning. Reads, organizes, and suggests the next step. It never auto-acts.
- System — the truth. Every decision logged, every action waiting for approval.
No retainer, no dependency. It's yours when it's done.
Selected work: queryForge™
A financial-data platform I designed, built, and run — live and historical market data for crypto and equities, with a queryable API behind it. I use it for my own financial analysis.
It isn't a product I sell. It's the proof: a working system, in production, built the same governed way I'd build yours.
Why State of Forms
More than three decades on the operations floor
Eighteen in bank operations, fifteen keeping mission-critical hosting running. I've seen how failure actually happens — the signals are always there.
Governance is the product, not paperwork
Adoption is solved. Assignment isn't. I decide which tool owns which job, and who owns each outcome.
You own it outright
Fixed fee, defined handoff, no retainer. Built to be documented and handed off — not to make you depend on me.
If AI is making decisions in your business and you're not sure who owns them — that's the conversation worth having.
No pitch, just perspective. Worth 20 minutes?
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